• DocumentCode
    2080608
  • Title

    Research on linguistic computing model for image emotion semantic

  • Author

    Liu, Zengrong ; Yu, Xueli

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
  • fYear
    2011
  • fDate
    16-18 Dec. 2011
  • Firstpage
    2355
  • Lastpage
    2358
  • Abstract
    In the light of the emotional semantic classification under Plutchik´s model of emotion, this paper establishes an emotional semantic space by the basic linguistic set with the description of the emotional semantics quantified by the cognitive experiments of psychology. In the emotional semantic space, the definitions of both the linguistic computing model and its algorithms are given based on the fuzzy logic theory. It was proved that the model conforms to the psychological model of cognition of emotion semantics through the cognitive experiment of semantic similarity and the coherency experiment of multi-source semantic.
  • Keywords
    cognition; fuzzy logic; pattern classification; psychology; Plutchik emotion model; cognition psychological model; emotional semantic classification; emotional semantic space; fuzzy logic theory; image emotion semantic; linguistic computing model; linguistic set; multisource semantic coherency experiment; semantic similarity cognitive experiment; Computational modeling; Educational institutions; Humans; Pragmatics; Psychology; Semantics; Vectors; Image Emotion Semantic; Linguistic; Linguistic Model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4577-1700-0
  • Type

    conf

  • DOI
    10.1109/TMEE.2011.6199693
  • Filename
    6199693